AI Project: Build a Simple RAG Chatbot (Hugging Face & FAISS)
This is the most important AI project of the “2026 Vision.” Building a Python RAG Chatbot is a practical example of how RAG (Retrieval-Augmented Generation)…
Polars Project: A-to-Z Time-Series Analysis (Resampling & Moving Averages)
This “capstone” project combines all the Polars time-series skills you’ve learned. In this exercise, you’ll put Polars Time-Series Analysis techniques into practice. Goal: Take noisy,…
AI Project: Intro to Graph Neural Networks (GNNs) with PyG & Hugging Face
We’ve used AI to understand text, images, and audio. But what about relationships? For this, we need Graph Neural Networks (GNNs). A GNN is a…
Django Admin Project: How to Add Custom ‘Actions’ (Export to CSV)
You’ve customized your Django Admin, but it has a hidden power: “Actions.” An action is a function you can run on all selected items in…
AI Project: Manual Text Generation with Hugging Face (GPT-2)
In our previous Hugging Face with gpt-2 project, we used the text-generation pipeline. This is great, but it hides all the powerful options. In this…
AI Project: Intro to Reinforcement Learning (Hugging Face RL Agents)
So far, all our AI projects have been “supervised” (learning from data) or “generative” (creating new things). Reinforcement Learning (RL) is a completely different beast….
AI Project: Zero-Shot Object Detection (Hugging Face)
Zero-Shot Object Detection is one of the most exciting frontiers you can explore in this field. It’s the ultimate Computer Vision project, combining two of…
Automation Project: Build a Hotkey Automator with pynput
What if you could run your Python scripts just by pressing a key combination, no matter what window you’re in? With a Python pynput hotkey…
PyScript Project: Build a Full Data Dashboard (API + Pandas + Plot)
This is the project that ties all your PyScript skills together. In this guide, you’ll learn how to create a PyScript Data Dashboard. We will…
AI Project: Deploying Hugging Face with FastAPI for Async Speed
In our previous Flask project, we built an AI server. But it has a huge flaw: Flask is synchronous. If one user sends a request…
